Previously, most networks dealt with this by having input kernels that have a height equal to the number of frequencies [1]}, [2]}, [3]}. However, such large kernels require a considerable amount of computation and thereby restrict the architecture and capabilities of the network. Consequently, these networks only estimate a single time-frame at a time.
